DocumentCode :
503977
Title :
An Improved Optimization Algorithm for the Container Loading Problem
Author :
Shunzhi, Zhu ; Wenxing, Hong
Author_Institution :
Dept. of Comput. Sci. & Technol., Xiamen Univ. of Technol., Xiamen, China
Volume :
2
fYear :
2009
fDate :
19-21 May 2009
Firstpage :
46
Lastpage :
49
Abstract :
Container loading problem is a kind of space resources optimization problem which consists of various constraints. The solution can be extended to aircraft, cargo loading for ships, even the memory allocation for computer, and other applications. This paper proposes a new algorithm for loading a variety of different goods into a single container with multi-batches. With the concept of "plane" and "block", the algorithm uses "depth priority" strategy to locate for the suitable space. The algorithm also allows goods to rotate in any possible directions, while under the guarantee of efficient space usage, it improves the placement stability. With the priorities of each goods assigned by the algorithm, we should could allocate more goods at the same location. The optimal algorithm is supposed to withdraw when the last batch packing is unsuitable. Experimental results show that the algorithm is effective to solve such problems.
Keywords :
containers; loading; logistics; optimisation; aircraft; batch packing; container loading problem; depth priority strategy; memory allocation; ships; space resources optimization problem; Aircraft; Constraint optimization; Containers; Heuristic algorithms; Loading; Logistics; Software algorithms; Software engineering; Space technology; Stability; heuristic algorithm; logistics distribution; three-dimensional loading;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Software Engineering, 2009. WCSE '09. WRI World Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3570-8
Type :
conf
DOI :
10.1109/WCSE.2009.335
Filename :
5319711
Link To Document :
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